AI / LLM Training Data
Collect diverse, geographically representative public web corpora for model training.
Recommended proxy type: residential
Geographic diversity in training corpora
Large language models benefit from training data that reflects regional language variants, local news sources, and market-specific public content. Residential proxies make it possible to collect public, geo-restricted pages without concentrating requests through datacenter ranges that trigger blocks. QualityProxy supports more than 195 countries and offers free country-level geolocation on all residential plans.
Ethical collection of public data
QualityProxy permits only the collection of publicly accessible web content. Respect robots.txt directives, site terms of service, and copyright limitations. Document data provenance and retention policies for compliance reviews. Our Acceptable Use Policy prohibits scraping personal data without a legal basis or circumventing authentication controls.
Pipeline design at scale
Split crawling jobs by domain and geography. Use datacenter proxies for bulk, low-friction endpoints and residential pools for high-trust targets. Control bandwidth per origin domain to optimize cost as training datasets grow into terabytes.